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A Reliable Open-Source System Architecture for the FastudDesigning and Prototyping of Autonomous Multi-UAV Systems: Simulation and Experimentation

机译:快速 ud的可靠开源系统体系结构自主多无人机系统的设计和原型设计:仿真和实验

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摘要

During the process of design and development of an autonomous Multi-UAV System, two main problems appear. The first one is the difficulty of designing all the modules and behaviors of the aerial multi-robot system. The second one is the difficulty of having an autonomous prototype of the system for the developers that allows to test the performance of each module even in an early stage of the project. These two problems motivate this paper. A multipurpose system architecture for autonomous multi-UAV platforms is presented. This versatile system architecture can be used by the system designers as a template when developing their own systems. The proposed system architecture is general enough to be used in a wide range of applications, as demonstrated in the paper. This system architecture aims to be a reference for all designers. Additionally, to allow for the fast prototyping of autonomous multi-aerial systems, an Open Source framework based on the previously defined system architecture is introduced. It allows developers to have a flight proven multi-aerial system ready to use, so that they can test their algorithms even in an early stage of the project. The implementation of this framework, introduced in the paper with the name of “CVG Quadrotor Swarm”, which has also the advantages of being modular and compatible with different aerial platforms, can be found at https://​github.​com/​Vision4UAV/​cvg_​quadrotor_​swarm with a consistent catalog of available modules. The good performance of this framework is demonstrated in the paper by choosing a basic instance of it and carrying out simulation and experimental tests whose results are summarized and discussed in this paper.
机译:在自主Multi-UAV系统的设计和开发过程中,出现了两个主要问题。第一个是设计空中多机器人系统的所有模块和行为的困难。第二个难题是难以为开发人员提供系统的自主原型,即使在项目的早期阶段,该原型也可以测试每个模块的性能。这两个问题激发了本文的动机。提出了用于自主多UAV平台的多用途系统架构。系统设计人员在开发自己的系统时可以将这种通用的系统体系结构用作模板。如本文所论证的,所提出的系统体系结构足够通用,可以在广泛的应用中使用。该系统架构旨在为所有设计人员提供参考。另外,为了允许自主多天线系统的快速原型制作,引入了基于先前定义的系统架构的开源框架。它使开发人员可以使用经过飞行验证的多空中系统,以便即使在项目的早期阶段也可以测试其算法。在本文中以``CVG Quadrotor Swarm''命名的论文介绍了该框架的实现,该框架还具有模块化和与不同空中平台兼容的优点,可在https://github.com/上找到。 Vision4UAV / cvg_quadrotor_群充可用模块。通过选择该框架的基本实例并进行仿真和实验测试,证明了该框架的良好性能。本文对结果进行了总结和讨论。

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